not genuine, authentic, or true; not from the claimed, pretended, or proper source; counterfeit.
http://dictionary.reference.com/browse/spurious
Her spurious claims that she had a genuine coin from the Roman Empire were discredited when someone saw that the Latin on it was wrong.